It seems likely to me you're just experiencing the stopped clock illusion, especially since you mention moving your head.

When your eyes focus on something new, your brain deletes the blur from your memory and fills it in with what you start looking at. The cat could notice and stop during your refocus, and because you can't see it during that period, all you see is it already stopped and perceive it as having been stopped the whole time.